QuerySurge

What QuerySurge does

QuerySurge is an AI-powered data quality and validation platform operated by Real-Time Technology Solutions, Inc. (RTTS), a privately held technology firm founded in 1995 and headquartered at 22 West 38th Street, New York City. The platform continuously automates validation of data across enterprise ecosystems, integrating with more than 200 data sources including Amazon Redshift, Amazon S3, AWS Glue, Snowflake, Databricks, and Microsoft Azure, and exposing a RESTful API with 60+ API calls for DevOps/CI-CD pipeline integration. Core product modules include QuerySurge AI (generative AI test creation with a chat-to-SQL interface), DevOps for Data, ETL Testing, BI Report Testing, Big Data Testing, Data Migration Testing, and an Analytics/Intelligence add-on for dashboards and root-cause analysis.

The platform is delivered via three pricing streams: enterprise subscription licensing for on-premise or cloud deployments, usage-based pay-as-you-go billing through AWS and Azure marketplaces, and professional services covering proof-of-concept, implementation, training, and certification. Distribution combines direct enterprise field sales, self-serve trials (1-day sandbox, 15-day download, 45-day proof-of-concept), cloud marketplace listings, and strategic partnerships with flagship system integrators including Accenture, Capgemini, IBM Consulting, Atos, DXC Technology, and Infosys. Customers span banking, insurance, financial services, healthcare, pharmaceuticals, retail, automotive, energy, and technology, with disclosed enterprise logos such as IBM, Pfizer, Johnson & Johnson, Micron, Coca-Cola, Ford, Target, U.S. Bank, Standard Chartered, Liberty Mutual, and Verizon Connect.

Operationally, QuerySurge employs 51-100 people, sells globally with claimed presence across more than 100 countries, has achieved 3,000+ practitioner certifications, and is recognized through five-star reviews on Gartner Peer Insights, G2, and SourceForge. The company reports no external institutional funding, operates as an independent subsidiary-style brand under RTTS, and is positioned as a niche leader in enterprise data validation within the broader DataOps and AI-augmented software testing markets.

Name

QuerySurge

Legal name

Real-Time Technology Solutions, Inc.

Website

https://QuerySurge.com

Company type

Private

Founded year

1995

Operating status

Operating

Headcount range

1–10 employees

Short description

QuerySurge is an AI-powered data quality platform that continuously automates validation across 200+ enterprise data sources and CI/CD pipelines. Operated by RTTS (founded 1995, New York), it serves enterprise customers in banking, insurance, healthcare, retail, and technology via subscription licensing, cloud marketplaces, and SI partnerships.

Ownership category

akta.pro rank

Product category

Enterprise Data Quality & Validation Software

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Data Platform (Unified Data & Analytics) Suites (HDAEABAD)

akta.pro secondary industries

Query Engines & SQL Analytics Layers for Warehouses/Lakes (HDAEABAI), Data & Analytics Platforms (Data Warehousing, Lakes, Streaming) (HDABAAAF)

Keywords

• Data quality validation
• ETL testing software
• DevOps data testing
• AI-powered data testing
• Enterprise data validation

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Enterprise Software Licensing: Traditional enterprise software licensing with subscription pricing for on-premise or cloud deployments. Organizations can deploy QuerySurge for data validation across cloud and hybrid environments with various licensing tiers.
2. Usage-Based Cloud Pricing: Pay-as-you-go pricing model through AWS Marketplace with flexible hardware and network costs. Monthly usage-based billing with no long-term infrastructure commitments.
3. Professional Services: Premium services including proof of concept, pilot projects, implementation support, training, and certification programs for enterprise customers.

Pricing tiers

Go-to-market motion4 records

Distribution channels5 records

Marketing channels8 records

Core offering

QuerySurge is an AI-powered data quality platform that continuously automates the validation of enterprise data across 200+ data sources and ecosystems. It combines generative-AI test creation, no-code/low-code authoring, BI and ETL testing, big data and data-migration validation, and CI/CD-integrated continuous testing, deployable on cloud (AWS, Azure) or on-premise. The platform is sold as enterprise software subscriptions and usage-based cloud deployments to data engineering, analytics, and governance teams.

Product overview

QuerySurge is an AI-powered data quality platform that continuously automates the validation of data across enterprise ecosystems. The platform operates as a unified solution with multiple integrated modules: the core QuerySurge AI provides generative AI capabilities for automated test creation; DevOps for Data enables continuous validation in CI/CD pipelines; ETL Testing handles data warehouse validation; BI Tester validates business intelligence reports; Big Data Testing addresses large-scale data validation; and Data Migration Testing ensures data integrity during migrations. The platform supports over 200 integrated data sources including Amazon Redshift, S3, AWS Glue, Snowflake, and Databricks. Cloud deployment options include both AWS Cloud and Azure Cloud with pay-as-you-go pricing models.

Differentiator

Problem solved

Functional benefit

Products and services

• QuerySurge AI AI-powered test creation module that bulk converts all data mappings into automated tests and provides a chat interface for generating SQL tests from plain text prompts without requiring SQL expertise. Supports cloud or on-premises implementation.
• DevOps for Data DevOps for Data solution that enables continuous data validation in CI/CD pipelines. Features an extensive RESTful API with 60+ API calls, Swagger-powered documentation, and dynamic test automation that integrates with any CI/CD solution.
• ETL Testing Scalable enterprise-level data validation solution for ETL and data warehouse testing that uses AI and no-code, low-code options to automate data validation for faster high-quality data delivery.
• BI Tester Business intelligence report testing solution that validates business logic in reports, runs complete regression tests on BI data, performs migration testing across BI vendors, and validates upgrades between BI versions.
• Big Data Testing

Quantifiable outcome

• Up to 100% automated data validation coverage vs ~10% with traditional manual methods
• +2 more outcomes

Named customers29 records

Segments8 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration10 records

AI capability4 records

Feature6 records

Partnerships

Ten partnerships are on record, tiered core and flagship.

• Amazon Web Services (AWS)coreTechnology or Integration · 12 May 2026QuerySurge is now available in the AWS Cloud via the AWS Marketplace. The platform supports native AWS integrations including Amazon Redshift, S3, and AWS Glue, enabling organizations to deploy automated data validation across AWS and hybrid environments.
• SnowflakecoreTechnology or IntegrationNative integration with Snowflake data platform for automated data validation across Snowflake environments and data sharing capabilities.
• DatabrickscoreTechnology or IntegrationIntegration with Databricks for automated testing of data quality gates in medallion architecture implementations, supporting Delta Lake and Lakehouse environments.
• Microsoft AzurecoreTechnology or IntegrationQuerySurge available in Azure Cloud as an alternative deployment option for organizations using Microsoft cloud infrastructure.
• AccentureflagshipImplementation/ SI/ Consulting PartnerStrategic alliance partnership where Accenture delivers data validation solutions to clients as part of their consulting and implementation services.
• CapgeminiflagshipImplementation/ SI/ Consulting PartnerImplementation partner delivering QuerySurge data validation solutions as part of Capgemini's data and analytics transformation services.
• AtoscoreImplementation/ SI/ Consulting PartnerSystem integrator partner providing implementation services for QuerySurge deployments across enterprise environments.
• DXC TechnologycoreImplementation/ SI/ Consulting PartnerTechnology services partner delivering QuerySurge implementations as part of DXC's enterprise data solutions portfolio.
• IBMflagshipImplementation/ SI/ Consulting PartnerIBM Consulting partnership delivering comprehensive data validation for enterprise clients including annuity and life insurance companies. Ready for IBM Data and AI program participant.
• InfosyscoreImplementation/ SI/ Consulting PartnerStrategic partner providing implementation and consulting services for QuerySurge data validation solutions.

Scale indicators4 records

Recent moves6 records

Expansion highlights3 records

Broad incumbents

• Informatica: Informatica is the largest dedicated data integration and data quality platform, with deep enterprise penetration and broad data governance capabilities. It competes head-on with QuerySurge in the data quality/testing category while offering a much wider portfolio (catalog, MDM, governance).
• SAS Data Quality: SAS Data Quality is a long-standing enterprise data quality and data governance offering from SAS Institute, commonly used in regulated industries (banking, insurance, government). It competes in the same data quality/testing category as QuerySurge.
• IBM InfoSphere QualityStage: IBM's InfoSphere QualityStage and broader Data and AI portfolio include enterprise data quality and validation capabilities. It is a broad incumbent competitor, especially in large IBM-centric accounts where QuerySurge already delivers via IBM Consulting partnership.

Direct peers

• Talend (Qlik): Talend, now part of Qlik, provides data integration and data quality/stewardship tools widely used in enterprise data warehouse and ETL testing workflows — directly overlapping with QuerySurge's data warehouse validation and ETL testing capabilities.
• Precisely: Precisely (formerly Syncsort) sells enterprise data quality, data integration, and data governance software, including the Trillium data quality engine. It is a direct competitor in enterprise data validation with comparable targeting of regulated, data-intensive industries.
• Ataccama: Ataccama offers an AI-powered data quality and data governance platform serving large enterprises in banking, insurance, and other regulated verticals. It is a direct peer targeting the same buyer personas and use cases as QuerySurge.

Emerging players

• Datafold: Datafold provides data testing, data diff, and CI/CD data validation tooling for modern data teams, with strong native integrations to dbt, Snowflake, and Databricks. It is an emerging peer in the data validation layer that increasingly overlaps with QuerySurge's DevOps for Data offering.
• Soda: Soda provides a data observability and data quality platform used by data teams to monitor and validate pipelines. It is an emerging peer whose data testing and quality checks increasingly overlap with parts of QuerySurge's value proposition.
• Great Expectations: Great Expectations is an open-source data quality and data testing framework widely adopted in modern data stacks, with a commercial cloud offering. It competes with QuerySurge in automated data validation and data quality expectations, particularly in cloud-native data teams.
• Monte Carlo Data: Monte Carlo is a leading data observability platform offering data quality, freshness, and anomaly monitoring. While positioned as observability rather than testing, it increasingly encroaches on validation use cases and competes for the same enterprise data quality budget.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/querysurge
• Facebookfacebook.com/Querysurge
• LinkedInlinkedin.com/company/querysurge

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about QuerySurge